{"id":"W4412173955","doi":"10.1093/mnras/staf1099","title":"Predictions for detecting a turndown in the baryonic Tully–Fisher relation","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Office of Advanced Cyberinfrastructure; Natural Sciences and Engineering Research Council of Canada; Flatiron Health; Ames Research Center; National Aeronautics and Space Administration; National Science Foundation","keywords":"Physics; Tully–Fisher relation; Baryon; Astrophysics; Astronomy; Galaxy; Galaxy formation and evolution; Galaxy rotation curve","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001931175,0.0002999602,0.0002632027,0.0006873158,0.0003080128,0.0008058171,0.0005560934,0.0005563346,0.001629925],"category_scores_gemma":[0.01714771,0.0002050163,0.0003834518,0.0002417425,0.0008853143,0.0009255612,0.0006084171,0.0005536698,0.0002498054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006628168,"about_ca_system_score_gemma":0.0001623636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125027,"about_ca_topic_score_gemma":0.001366061,"domain_scores_codex":[0.9995461,0.0001247752,0.00001674278,0.0001384879,0.00007406194,0.00009963672],"domain_scores_gemma":[0.9916964,0.005562667,0.001150613,0.0006642285,0.0003046668,0.0006213803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005777944,0.0001208936,0.7940043,0.00006069881,0.000124637,0.0003337642,0.0003972391,0.1265956,0.01853685,0.03926161,0.002888955,0.01709765],"study_design_scores_gemma":[0.00005531952,0.0001460851,0.3471002,0.00004715278,0.00003921907,0.000217262,0.0002111992,0.6093319,0.006494845,0.03546755,0.0008228702,0.00006644834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876822,0.0001026598,0.009092222,0.0002316501,0.00001381791,0.000008089208,0.0001648607,0.0001104728,0.002594181],"genre_scores_gemma":[0.9988631,0.00001089298,0.0009155851,0.00003549105,0.000004152006,0.000005420145,0.00009193088,0.000005818484,0.00006762565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003125027,"threshold_uncertainty_score":0.01021314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014535237827812,"score_gpt":0.2524256147618297,"score_spread":0.2422802623835515,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}